📝 Publications
2025
- Efficient Federated Incomplete Multi-view Clustering, Suyuan Liu, Hao Yu, Hao Tan, Ke Liang, Siwei Wang, Shengju Yu, En Zhu, Xinwang Liu, ICML 2025
- Selective Cross-view Topology for Deep Incomplete Multi-view Clustering, Zhibin Dong, Dayu Hu, Jiaqi Jin, Siwei Wang, Xinwang Liu, En Zhu, TIP 2025
- Integrative Multi‐Omics and Routine Blood Analysis Using Deep Learning: Cost‐Effective Early Prediction of Chronic Disease Risks, Zhibin Dong, Pei Li, Yi Jiang, Zhihan Wang, Shihui Fu, Hebin Che, Meng Liu, Xiaojing Zhao, Chunlei Liu, Chenghui Zhao, Qin Zhong, Chongyou Rao, Siwei Wang, Suyuan Liu, Dayu Hu, Dongjin Wang, Juntao Gao, Kai Guo, Xinwang Liu, En Zhu, Kunlun He, Advanced Science 2025
- Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios, Xihong Yang, Siwei Wang, Fangdi Wang, Jiaqi Jin, Suyuan Liu, Yue Liu, En Zhu, Xinwang Liu, Yueming Jin, ICML 2025
- Scalable Multi-view Graph Clustering with Cross-view Corresponding Anchor Alignment, Siwei Wang, Xinwang Liu, Qing Liao, Yi Wen, En Zhu, Kunlun He, TKDE 2025
- EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View Clustering, Baili Xiao, Zhibin Dong, Ke Liang, Suyuan Liu, Siwei Wang, Tianrui Liu, Xingchen Hu, En Zhu, Xinwang Liu, CVPR 2025
- Enhanced Then Progressive Fusion with View Graph for Multi-view Clustering, Zhibin Dong, Meng Liu, Siwei Wang, Ke Liang, Yi Zhang, Suyuan Liu, Jiaqi Jin, Xinwang Liu, En Zhu, CVPR 2025
- Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning, Yuzhuo Dai, Jiaqi Jin, Zhibin Dong, Siwei Wang, Xinwang Liu, En Zhu, Xihong Yang, Xinbiao Gan, Yu Feng, CVPR 2025
- Deep Incomplete Multi-view Clustering with Distribution Dual-consistency Recovery Guidance, Jiaqi Jin, Siwei Wang, Zhibin Dong, Xihong Yang, Xinwang Liu, En Zhu, Kunlun He, ICCV 2025
- Dleft-mkc: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-max Optimization, Yi Zhang, Siwei Wang, Jiyuan Liu, Shengju Yu, Zhibin Dong, Suyuan Liu, Xinwang Liu, En Zhu, ICLR 2025
2024
- Evaluate Then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering, Fangdi Wang, Jiaqi Jin, Jingtao Hu, Suyuan Liu, Xihong Yang, Siwei Wang, Xinwang Liu, En Zhu, NeurIPS 2024
- Alleviate Anchor-shift: Explore Blind Spots with Cross-view Reconstruction for Incomplete Multi-view Clustering, Suyuan Liu, Siwei Wang, Ke Liang, Junpu Zhang, Zhibin Dong, Tianrui Liu, En Zhu, Kunlun He, Xinwang Liu, NeurIPS 2024
- TFMKC: Tuning-free Multiple Kernel Clustering Coupled with Diverse Partition Fusion, Junpu Zhang, Liang Li, Pei Zhang, Yue Liu, Siwei Wang, Changbao Zhou, Xinwang Liu, En Zhu, TNNLS 2024
- Differentiated Anchor Quantity Assisted Incomplete Multiview Clustering Without Number-tuning, Shengju Yu, Pei Zhang, Siwei Wang, Zhibin Dong, Hengfu Yang, En Zhu, TCYB 2024
- Scalable and Structural Multi-view Graph Clustering with Adaptive Anchor Fusion, Siwei Wang, Xinwang Liu, Suyuan Liu, Wenxuan Tu, En Zhu, TIP 2024
- Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering, Shengju Yu, Zhibin Dong, Siwei Wang, Xinhang Wan, Yue Liu, Weixuan Liang, Pei Zhang, Wenxuan Tu, Xinwang Liu, ICML 2024
- Decouple Then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information, Xinhang Wan, Jiyuan Liu, Xinwang Liu, Yi Wen, Hao Yu, Siwei Wang, Shengju Yu, Tianjiao Wan, Jun Wang, En Zhu, ICML 2024
- A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-modal, Ke Liang, Lingyuan Meng, Meng Liu, Yue Liu, Wenxuan Tu, Siwei Wang, Sihang Zhou, Xinwang Liu, Fuchun Sun, Kunlun He, TPAMI 2024
- High-order Topology for Deep Single-cell Multiview Fuzzy Clustering, Dayu Hu, Zhibin Dong, Ke Liang, Hao Yu, Siwei Wang, Xinwang Liu, TFS 2024
- Symmetric Multi-view Subspace Clustering with Automatic Neighbor Discovery, Huimin Ma, Siwei Wang, Junpu Zhang; Shengju Yu; Suyuan Liu; Xinwang Liu, TCSVT 2024
- One-step Multi-view Clustering with Diverse Representation, Xinhang Wan, Jiyuan Liu, Xinbiao Gan, Xinwang Liu, Siwei Wang, Yi Wen, Tianjiao Wan, En Zhu, TNNLS 2024
- Robust and Consistent Anchor Graph Learning for Multi-view Clustering, Suyuan Liu, Qing Liao, Siwei Wang, Xinwang Liu, En Zhu, TKDE 2024
- Subgraph Propagation and Contrastive Calibration for Incomplete Multiview Data Clustering, Zhibin Dong, Jiaqi Jin, Yuyang Xiao, Bin Xiao, Siwei Wang, Xinwang Liu, TNNLS 2024
- Crots: Cross-domain Teacher–student Learning for Source-free Domain Adaptive Semantic Segmentation, Xin Luo, Wei Chen, Zhengfa Liang, Longqi Yang, Siwei Wang, Chen Li , IJCV 2024
- Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering, Suyuan Liu, Ke Liang, Zhibin Dong, Siwei Wang, Xihong Yang, Sihang Zhou, En Zhu, Xinwang Liu, CVPR 2024
2023
- Sparse Low-rank Multi-view Subspace Clustering with Consensus Anchors and Unified Bipartite Graph, Shengju Yu, Suyuan Liu, Siwei Wang, Chang Tang, Zhigang Luo, Xinwang Liu, En Zhu, TNNLS 2023
- SAMCL: Subgraph-aligned Multiview Contrastive Learning for Graph Anomaly Detection, Jingtao Hu, Bin Xiao, Hu Jin, Jingcan Duan, Siwei Wang, Zhao Lv, Siqi Wang, Xinwang Liu, En Zhu, TNNLS 2023
- Arise: Graph Anomaly Detection on Attributed Networks via Substructure Awareness, Jingcan Duan, Bin Xiao, Siwei Wang, Haifang Zhou, Xinwang Liu, TNNLS 2023
- Iterative Deep Structural Graph Contrast Clustering for Multiview Raw Data, Zhibin Dong,
Jiaqi Jin, Yuyang Xiao, Siwei Wang, Xinzhong Zhu, Xinwang Liu, En Zhu, TNNLS 2023
- How to Construct Corresponding Anchors for Incomplete Multiview Clustering, Shengju Yu, Siwei Wang, Yi Wen, Ziming Wang, Zhigang Luo, En Zhu, Xinwang Liu, TNNLS 2023
- Unpaired Multi-view Graph Clustering with Cross-view Structure Matching, Yi Wen, Siwei Wang, Qing Liao, Weixuan Liang, Ke Liang, Xinhang Wan, Xinwang Liu, TNNLS 2023
- Learn from Relational Correlations and Periodic Events for Temporal Knowledge Graph Reasoning, Ke Liang, Lingyuan Meng, Meng Liu, Yue Liu, Wenxuan Tu, Siwei Wang, Sihang Zhou, Xinwang Liu, SIGIR 2023
- Simple Contrastive Graph Clustering, Yue Liu, Xihong Yang, Sihang Zhou, Xinwang Liu, Siwei Wang, Ke Liang, Wenxuan Tu, Liang Li, TNNLS 2023
- Deep Temporal Graph Clustering, Meng Liu, Yue Liu, Ke Liang, Wenxuan Tu, Siwei Wang, Sihang Zhou, Xinwang Liu, ICLR 2023
- Multi-view Bipartite Graph Clustering with Coupled Noisy Feature Filter, Liang Li, Junpu Zhang, Siwei Wang, Xinwang Liu, Kenli Li, Keqin Li, TNNLS 2023
- Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering, Zhibin Dong, Siwei Wang, Jiaqi Jin, Xinwang Liu, En Zhu, ICCV 2023
- Deep Incomplete Multi-view Clustering with Cross-view Partial Sample and Prototype Alignment, Jiaqi Jin, Siwei Wang, Zhibin Dong, Xinwang Liu, En Zhu, CVPR 2023
2022
- Multi-view Fuzzy Classification with Subspace Clustering and Information Granules, Xingchen Hu, Xinwang Liu, Witold Pedrycz, Qing Liao, Yinghua Shen, Yan Li, Siwei Wang, TKDE 2022
- Fast Incomplete Multi-view Clustering with View-independent Anchors, Suyuan Liu, Xinwang Liu, Siwei Wang, Xin Niu, En Zhu, TNNLS 2022
- Stability and Generalization of Kernel Clustering: From Single Kernel to Multiple Kernel, Weixuan Liang, Xinwang Liu, Yong Liu, sihang zhou, JunJie Huang, Siwei Wang, Jiyuan Liu, Yi Zhang, En Zhu, NeurIPS 2022
- Align Then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences, Siwei Wang, Xinwang Liu, Suyuan Liu, Jiaqi Jin, Wenxuan Tu, Xinzhong Zhu, En Zhu, NeurIPS 2022
- Local Sample-weighted Multiple Kernel Clustering with Consensus Discriminative Graph, Liang Li, Siwei Wang, Xinwang Liu, En Zhu, Li Shen, Kenli Li, Keqin Li, TNNLS 2022
- Parameter-free and Scalable Incomplete Multiview Clustering with Prototype Graph, Miaomiao Li, Siwei Wang, Xinwang Liu, Suyuan Liu, TNNLS 2022
- Highly-efficient Incomplete Large-scale Multi-view Clustering with Consensus Bipartite Graph, Siwei Wang, Xinwang Liu, Li Liu, Wenxuan Tu, Xinzhong Zhu, Jiyuan Liu, Sihang Zhou, En Zhu, CVPR 2022
2021
- Late Fusion Multiple Kernel Clustering with Local Kernel Alignment Maximization, Tiejian Zhang, Xinwang Liu, Lei Gong, Siwei Wang, Xin Niu, Li Shen, TMM 2021
- Fast Parameter-free Multi-view Subspace Clustering with Consensus Anchor Guidance, Siwei Wang, Xinwang Liu, Xinzhong Zhu, Pei Zhang, Yi Zhang, Feng Gao, En Zhu, TIP 2021
- Late Fusion Multiple Kernel Clustering with Proxy Graph Refinement, Siwei Wang, Xinwang Liu, Li Liu, Sihang Zhou, En Zhu, TNNLS 2021
- Multiple Kernel Clustering with Compressed Subspace Alignment, Sihang Zhou, Qiyuan Ou, Xinwang Liu, Siqi Wang, Luyan Liu, Siwei Wang, En Zhu, Jianping Yin, Xin Xu, TNNLS 2021
- One Pass Late Fusion Multi-view Clustering, Xinwang Liu, Li Liu, Qing Liao, Siwei Wang, Yi Zhang, Wenxuan Tu, Chang Tang, Jiyuan Liu, En Zhu,ICML 2021
- Projective Multiple Kernel Subspace Clustering, Mengjing Sun, Siwei Wang, Pei Zhang, Xinwang Liu, Xifeng Guo, Sihang Zhou, En Zhu, TMM 2021
2020
- Optimal Neighborhood Multiple Kernel Clustering with Adaptive Local Kernels, Jiyuan Liu, Xinwang Liu, Jian Xiong, Qing Liao, Sihang Zhou, Siwei Wang, Yuexiang Yang, TKDE 2020
- Multi-view Spectral Clustering with High-order Optimal Neighborhood Laplacian Matrix, Weixuan Liang, Sihang Zhou, Jian Xiong, Xinwang Liu, Siwei Wang, En Zhu, TKDE 2020
- circ5615 Functions as a ceRNA to Promote Colorectal Cancer Progression by Upregulating TNKS, Zhifei Ma, Chencheng Han, Wenjia Xia, Siwei wang, Xiang Li, Panqi Fang, Rong Yin, Lin Xu, Liu Yang, Cell Death & Disease 2020
2019
